Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome. - Huilong Duan; Zhoujian Sun; Wei Dong 005; Zhengxing Huang (BMC Medical Informatics Decis. Mak., 2019)

Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs. - Zhoujian Sun; Wei Dong 005; Jinlong Shi; Zhengxing Huang (CoRR, 2020)

On Clinical Event Prediction in Patient Treatment Trajectory Using Longitudinal Electronic Health Records. - Huilong Duan; Zhoujian Sun; Wei Dong 005; Kunlun He; Zhengxing Huang (IEEE J. Biomed. Health Informatics, 2020)

On learning disentangled representations for individual treatment effect estimation. - Jiebin Chu; Zhoujian Sun; Wei Dong 005; Jinlong Shi; Zhengxing Huang (J. Biomed. Informatics, 2021)

Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process Model. - Zhaohong Sun 003; Zhoujian Sun; Wei Dong 005; Jinlong Shi; Zhengxing Huang (IEEE J. Biomed. Health Informatics, 2021)

On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools. - Zhoujian Sun; Zhengxing Huang; Nai Ding (IJCAI, 2022)

Learning Representations from Medical Text for Effective Diagnoses and Knowledge Discovery. - Zhoujian Sun; Hanrui Shi; Zhengxing Huang; Nai Ding (EMBC, 2023)

Replicating Complex Dialogue Policy of Humans via Offline Imitation Learning with Supervised Regularization. - Zhoujian Sun; Chenyang Zhao; Zhengxing Huang; Nai Ding (CoRR, 2023)

Causal Interpretable Progression Trajectory Analysis of Chronic Disease. - Zhoujian Sun; Wenzhuo Zhang; Zhengxing Huang; Nai Ding (CoRR, 2023)

Counterfactual Trajectories Prediction for Features of Non-Communicable Disease. - Zhoujian Sun; Wenzhuo Zhang; Zhengxing Huang; Cheng Luo (BIBM, 2024)

Multi-Modality Speech Recognition Driven by Background Visual Scenes. - Cheng Luo; Yiguang Liu; Wenhui Sun; Zhoujian Sun (ICASSP, 2024)

Conversational Disease Diagnosis via External Planner-Controlled Large Language Models. - Zhoujian Sun; Cheng Luo; Zhengxing Huang (CoRR, 2024)

De-biased Multimodal Electrocardiogram Analysis. - Haitao Li; Ziyu Li; Yiheng Mao; Ziyi Liu; Zhoujian Sun; Zhengxing Huang (CoRR, 2024)

Interpretable Disease Progression Prediction Based on Reinforcement Reasoning Over a Knowledge Graph. - Zhoujian Sun; Wei Dong 005; Jinlong Shi; Zhengxing Huang (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Improving Interactive Diagnostic Ability of a Large Language Model Agent Through Clinical Experience Learning. - Zhoujian Sun; Ziyi Liu; Cheng Luo; Jiebin Chu; Zhengxing Huang (CoRR, 2025)

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding. - Haitao Li; Ziyu Li; Yiheng Mao; Ziyi Liu; Zhoujian Sun; Zhengxing Huang (CoRR, 2025)

Lessons Learned from Evaluation of LLM based Multi-agents in Safer Therapy Recommendation. - Yicong Wu; Ting Chen; Irit Hochberg; Zhoujian Sun; Ruth Edry; Zhengxing Huang; Mor Peleg (CoRR, 2025)